ferdavid1

ML Research Engineer

Oakland, CA

Pinned Repositories

AIMV
AI model that generates a Music Video from a .wav file, using Instrument Classification, Speech Transcription, and Video Generation.
7 2 00
ArduPi-ECG
Full HRV analysis of Arduino pulse sensor, using Python signal processing and time series techniques. Chaotic, Fourier, Wavelet, Regression, Neural Net.
Language:Python60 7 111
DataInterviewPrep
Personal resources in preparation for the professional data science interview.
Language:HTML3 3 02
KeyDrum
Drum Machine with sample input and multiple sample banks, made from mechanical keyboard switches, with a Raspberry Pi brain
Language:Python6 3 00
LinkOCR
Recognizing link URLs from images and returning site data - for a more physically inclusive web experience. CRNNs with PyTorch
Language:Python2 3 01
Modelrithm
Python Framework/Library that chooses the best ML algorithm for your training and testing data. Made for UC Santa Barbara Hacks - Winner: Lockheed-Martin Aerospace Prize
Language:Python4 4 22
PiPose--under-dev
Use Raspberry Pi camera and OpenPose library to track pose in real-time
4 4 02
SegmentFX
Adobe CEP extension for creative video editing with AI object tracking using SegmentEverything
Language:JavaScript1 2 00
ShoegazeBot
Markov-chain generated lyrics from a lyric bank of ~50,000 words from shoegaze band lyrics
Language:Python5 4 01
Syntheremin
Code for Arduino 6-voice wavetable synth with ultrasonic sensor theremin module
Language:Objective-C8 4 03

ferdavid1's Repositories

ferdavid1/Syntheremin
Code for Arduino 6-voice wavetable synth with ultrasonic sensor theremin module
Language:Objective-C8 4 03
ferdavid1/AIMV
AI model that generates a Music Video from a .wav file, using Instrument Classification, Speech Transcription, and Video Generation.
7 2 00
ferdavid1/KeyDrum
Drum Machine with sample input and multiple sample banks, made from mechanical keyboard switches, with a Raspberry Pi brain
Language:Python6 3 00
ferdavid1/ShoegazeBot
Markov-chain generated lyrics from a lyric bank of ~50,000 words from shoegaze band lyrics
Language:Python5 4 01
ferdavid1/DataInterviewPrep
Personal resources in preparation for the professional data science interview.
Language:HTML3 3 02
ferdavid1/MidiSynth
Mozzi-framework 1-octave synth and midi keyboard. Made from a miniature toy keyboard and powered by Arduino
Language:C++3 3 00
ferdavid1/AlbumArtGAN
Generating a unique piece of album art for my next music project, using a Deep Convolutional Generative Adversarial Network trained on a couple thousand of my favorite records' art.
Language:Python2 3 00
ferdavid1/BrainPan
Panning speech and melody components of audio to the ear with the relevant ear advantage according to neuroscience of audition
Language:Python2 3 00
ferdavid1/LeapFunction
LeapMotion-based signal generator that synthesizes the sound from an interactive waveform being manipulated by user fingers.
Language:C++2 3 0
ferdavid1/LinkOCR
Recognizing link URLs from images and returning site data - for a more physically inclusive web experience. CRNNs with PyTorch
Language:Python2 3 01
ferdavid1/RadioLoop
Raspberry Pi Zero - based audio slicer / sampler / looper with pitch and time modulation. Intended for use with a small portable FM radio
Language:Python2 2 0
ferdavid1/TonnetzTopology
Exploring visualization of chord progressions through topology, networks, set and metric space theory, and music theory
Language:Python2 3 0
ferdavid1/DeepComponents
Image Classification by Connected Component-based Neural Nets
Language:Python1 3 01
ferdavid1/Listen2Chess
Program that maps moves in a chess game to a musical composition, from the point of view of either player.
Language:Python1 2 00
ferdavid1/MuNet
"Listening" to a neural network and making music by mapping neural net weights to frequencies, and dynamically modulating the period of those sounds with an ultrasonic sensor.
Language:C++1 3 01
ferdavid1/SegmentFX
Adobe CEP extension for creative video editing with AI object tracking using SegmentEverything
Language:JavaScript1 2 00
ferdavid1/StatMechCourse
code written for Statistical Mechanics: Algorithms and Computations course by Coursera
Language:Python1 3 01
ferdavid1/switching-nn
Pytorch implementation of stable and switching neuronal model introduced in Rotational Dynamics Reduce Interference Between Sensory and Memory Representations by Alexandra Libby and Timothy J. Buschman
1 3 0
ferdavid1/allosaurus
Allosaurus is a pretrained universal phone recognizer for more than 2000 languages
Language:Python1 0
ferdavid1/ChordFreq
Harmonic Analysis and Visualization of Chords via interchord relationships. Frequency analysis of note summation with highlighted/colorized interval types.
3 0
ferdavid1/CraterSphere
Network modeling of Mars and its craters in Python
Language:Python3 0
ferdavid1/KasaMood
Customizing my Kasa lightstrip to react to music
2 0
ferdavid1/networkx
Official NetworkX source code repository.
Language:Python3 0
ferdavid1/p5physics
Implementation of particle interaction models in p5.js
Language:JavaScript3 0
ferdavid1/PrimeExploration
Prime number computations and exploratory analysis
Language:Python3 01
ferdavid1/pytube-working
A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.
Language:Python1 0
ferdavid1/QuantumSimulation
Simulating observations of quantum spin with Python and Arduino accelerometer
Language:C++3 0
ferdavid1/segment-anything-video
MetaSeg: Packaged version of the Segment Anything repository
Language:Python1 0
ferdavid1/shoefinger
Website for my musical endeavors
Language:HTML3 0
ferdavid1/ShoeGranularDelay
Granular Delay Mobile App using MobMuPlat, Pure Data. Based on the grannie-basher granular delay.
3 0